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neural operator

74 papers

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Also known as

NEOP NO

Co-occurring keywords

partial differential equation (222) operator learning (48) attention mechanism (4001) latent space (854) spectral method (204) fourier transform (97) scientific machine learning (23) neural network (6616) fluid dynamics (38) diffusion model (3751)

Papers

Representation Equivalent Neural Operators: a Framework for Alias-free Operator Learning NIPS 2023
Globally injective and bijective neural operators NIPS 2023
Operator Learning with Neural Fields: Tackling PDEs on General Geometries NIPS 2023
Transfer Learning Enhanced DeepONet for Long-Time Prediction of Evolution Equations AAAI 2023
Score-based Generative Modeling through Stochastic Evolution Equations in Hilbert Spaces NIPS 2023
Training neural operators to preserve invariant measures of chaotic attractors NIPS 2023
Learning Space-Time Continuous Latent Neural PDEs from Partially Observed States NIPS 2023
GNOT: A General Neural Operator Transformer for Operator Learning ICML 2023
Operator learning with PCA-Net: upper and lower complexity bounds JMLR 2023
INO: Invariant Neural Operators for Learning Complex Physical Systems with Momentum Conservation AISTATS 2023
Operator Learning for Nonlinear Adaptive Control L4DC 2023
Super-Resolution Neural Operator CVPR 2023
Variational Autoencoding Neural Operators ICML 2023
Nonparametric Boundary Geometry in Physics Informed Deep Learning NIPS 2023
NUNO: A General Framework for Learning Parametric PDEs with Non-Uniform Data ICML 2023
Deep Latent Regularity Network for Modeling Stochastic Partial Differential Equations AAAI 2023
Fast Sampling of Diffusion Models via Operator Learning ICML 2023
Learning Green's functions associated with time-dependent partial differential equations JMLR 2022
NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation NIPS 2022
PDEBench: An Extensive Benchmark for Scientific Machine Learning NIPS 2022
Transform Once: Efficient Operator Learning in Frequency Domain NIPS 2022
Multiwavelet-based Operator Learning for Differential Equations NIPS 2021
Particle Flow Bayes’ Rule ICML 2019
Adversarial TableQA: Attention Supervision for Question Answering on Tables ACML 2018